[nltk_data] Downloading package stopwords to /root/nltk_data... [nltk_data] Unzipping corpora/stopwords.zip.
This document processes the outputs of the praise reward system and performs an analysis of the resulting token reward distribution.
Since praise gets valued on a scale, we can take a look at how often each value of the scale gets assigned by quantifiers. Note: This metric disregards scores of praise marked as a duplicate, since the score of the original is already being taken into account.
The ten highest rated contributions for this round were the following:
| Avg. score | To | Reason |
|---|---|---|
| 84.6666666666667 | karmaticacid#0 | For kicking sooooooo much ass leading up to the Polygon Round, we had SUCH a smooth launch today, and there is no way that would have been the case even just a few days ago without your help. We really pulled out all the stops and handled what seems to be around 500 donations in just a few hours with very few errors. This was due to a lot of work in the past month from you and the rest of the team leading up to this. WELL DONE! |
| 77.6666666666667 | _cherik#0 | For kicking sooooooo much ass leading up to the Polygon Round, we had SUCH a smooth launch today, and there is no way that would have been the case even just a few days ago without your help. We really pulled out all the stops and handled what seems to be around 500 donations in just a few hours with very few errors. This was due to a lot of work in the past month from you and the rest of the team leading up to this. WELL DONE! |
| 66.3333333333333 | carlos096 | For make multisig live |
| 62.0 | Amin#2164 | For kicking sooooooo much ass leading up to the Polygon Round, we had SUCH a smooth launch today, and there is no way that would have been the case even just a few days ago without your help. We really pulled out all the stops and handled what seems to be around 500 donations in just a few hours with very few errors. This was due to a lot of work in the past month from you and the rest of the team leading up to this. WELL DONE! |
| 55.0 | mohammad_ranjbar_z#0 | For kicking sooooooo much ass leading up to the Polygon Round, we had SUCH a smooth launch today, and there is no way that would have been the case even just a few days ago without your help. We really pulled out all the stops and handled what seems to be around 500 donations in just a few hours with very few errors. This was due to a lot of work in the past month from you and the rest of the team leading up to this. WELL DONE! |
| 55.0 | brichis | and anyone else I may have not included in our absolutely incredible OP RPGF3 fundraising effort. I'm like a proud dad over here, which technically I already am, but for all my Giveth babies. I woke up yesterday and immediately had a tear in my eye upon reading through the amounts the galaxy was awarded for the years of hard work, public goods and service to bettering the worldly community. Way to start the new year! :GIVpower:1026905095356563567 💜 |
| 52.3333333333333 | griffgreen#0 | and anyone else I may have not included in our absolutely incredible OP RPGF3 fundraising effort. I'm like a proud dad over here, which technically I already am, but for all my Giveth babies. I woke up yesterday and immediately had a tear in my eye upon reading through the amounts the galaxy was awarded for the years of hard work, public goods and service to bettering the worldly community. Way to start the new year! :GIVpower:1026905095356563567 💜 |
| 52.3333333333333 | missgene#0 | for the amaaazing work filling out recaptcha over and over and getting tx hashes from 50+ projects so we can add all the missing donations to the dap from the giving season QF round. this was such an incredible amount of work and so important for making sure the matching is distributed fairly to projects |
| 48.0 | Maryjaf#2478 | for being an outstanding and incredibly reliable tester. MJ has been a critical part of the development team by always thoroughly testing bugs and features, ALL THE TIME. She is everywhere, in every issues continuously testing and communicating with developers and PMs. Her thoroughness and proactiveness in testing makes her such an important part of the team, I appreciate so much the work she does! |
| 48.0 | geleeroyale | For kicking sooooooo much ass leading up to the Polygon Round, we had SUCH a smooth launch today, and there is no way that would have been the case even just a few days ago without your help. We really pulled out all the stops and handled what seems to be around 500 donations in just a few hours with very few errors. This was due to a lot of work in the past month from you and the rest of the team leading up to this. WELL DONE! |
We can now take a look at the distribution of the received praise rewards. You can toggle the inclusion of the different sources by clicking on the legend.
We can also take a look at the amount of praise different users gave.
Now for something more fun: let's surface the top "praise flows" from the data. Thanks to @inventandchill for this awesome visualization! On one side we have the top 15 praise givers separately, on the other the top 25 receivers. The people outside the selection get aggregated into the "REST FROM" and "REST TO" categories.
Now let's take a closer look at the quantification process and the quantifiers:
To aid the revision process, we highlight disagreements between quantifiers.
This graphic visualizes controversial praise ratings by sorting them by the "spread" between the highest and lowest received score.
Please keep in mind that this is a visual aid. If there are several praise instances with similar spread and quant score, all but one end up "hidden" on the chart. For an exhaustive list, take a look at the exported file "praise_outliers.csv" .
Let's see how different quantifiers behaved by showing the range of praise scores they gave.
To interpret the box plot:
Bottom horizontal line of box plot is minimum value
First horizontal line of rectangle shape of box plot is First quartile or 25%
Second horizontal line of rectangle shape of box plot is Second quartile or 50% or median.
Third horizontal line of rectangle shape of box plot is third quartile or 75%
Top horizontal line of rectangle shape of box plot is maximum value.
Among 250 praises, 42 (16.80%) do not agree on duplication
Praise instances with disagreements in duplication are collected in 'results/duplication_examination.csv'. To compare, look at the last 4 columns: 'DUPLICATE MSG 1/2/3' and 'ORIGINAL MSG'.
Among 250 praises, 2 (0.80%) do not agree on dismissal
Praise instances with disagreements in dismissal are collected in'results/dismissal_disaggreed.csv'. You can further look into who dismissed and who did not.